The graph represents a network of 4,251 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2023-03-06 until:2023-03-13", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 13 March 2023 at 11:29 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 5-minute period from Monday, 06 March 2023 at 00:06 UTC to Sunday, 12 March 2023 at 23:12 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 4251
Unique Edges : 4848
Edges With Duplicates : 388
Total Edges : 5236
Number of Edge Types : 5
Tweet : 281
Retweet : 3423
Replies to : 243
Mentions : 557
MentionsInRetweet : 732
Self-Loops : 291
Reciprocated Vertex Pair Ratio : 0.017274472168906
Reciprocated Edge Ratio : 0.0339622641509434
Connected Components : 355
Single-Vertex Connected Components : 122
Maximum Vertices in a Connected Component : 2441
Maximum Edges in a Connected Component : 2453
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.255515
Graph Density : 0.00026402092241272
Modularity : 0.7032
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,251 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2023-03-06 until:2023-03-13", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 13 March 2023 at 11:29 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 5-minute period from Monday, 06 March 2023 at 00:06 UTC to Sunday, 12 March 2023 at 23:12 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #ddj OR (data journalism) since:2023-03-06 until:2023-03-13
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2487] advertising,journalism [2487] market,research [2486] graphic,designers [2484] software,engineers [2484] research,analysts [2484] analysts,teachers [2484] analysts,advertising [2484] data,analysts [2484] engineers,data [2483] paralegals,market Top Word Pairs in Tweet in G1:
[2317] customer,service [2316] software,engineers [2316] research,analysts [2316] data,analysts [2316] financial,analysts [2316] advertising,journalism [2316] engineers,data [2316] service,agents [2316] analysts,teachers [2316] analysts,advertising Top Word Pairs in Tweet in G2:
[105] data,journalism [29] investigation,year [29] experience,publishing [29] publishing,biggest [29] hope,makes [29] wish,upon [29] conversations,#nicar23 [29] contribution,hope [29] nicar,conversations [29] anyone,experience Top Word Pairs in Tweet in G3:
[124] data,journalism [44] digital,tools [38] news,corp [37] month,fellowship [36] day,training [36] corp,media [36] grant,funding [36] journalism,grant [36] journalists,half [36] half,day Top Word Pairs in Tweet in G4:
[136] health,impacts [136] poorest,vulnerable [136] kids,world [136] headline,lede [136] vulnerable,groups [136] meta,analysis [136] journalism,buries [136] lede,focused [136] focused,findings [136] missed,data Top Word Pairs in Tweet in G5:
[34] data,journalism [28] market,research [28] advertising,journalism [25] data,analysts [25] analysts,teachers [25] engineers,data [25] analysts,advertising [25] journalism,paralegals [25] software,engineers [25] research,analysts Top Word Pairs in Tweet in G6:
[103] designers,accountants [103] software,engineers [103] research,analysts [103] data,analysts [103] financial,analysts [103] advertising,journalism [103] engineers,data [103] journalism,paralegals [103] analysts,graphic [103] analysts,teachers Top Word Pairs in Tweet in G7:
[68] need,sto [68] kenyan,journalism [68] male,old [68] news,media [68] sto,bridged [68] basics,serious [68] checking,data [68] media,needs [68] journalism,flourishing [68] largely,male Top Word Pairs in Tweet in G8:
[29] user,data [17] mtaibbi,shellenbergermd [14] multiple,times [14] issue,simple [14] dems,preening [14] twitter,serial [14] journalism,getting [14] musk,bought [14] over,data [14] journalism,plaskett Top Word Pairs in Tweet in G9:
[30] data,journalism [21] ad,business [20] won,two [20] two,sabew [20] google's,ad [20] sabew,best [20] awards,data [20] investigation,google's [20] business,awards [20] works,billions Top Word Pairs in Tweet in G10:
[38] women,journalists [24] leaving,industry [24] considered,leaving [16] wij_uk,reachpress [14] fifth,women [13] work,less [13] online,abuse [13] online,harms [13] less,online [13] promote,work Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: